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MBSCAI-300
Level 3
6 hours4 sessions · 1.5 hours each (or 1-day intensive)

Smart Farming Using Machine Learning

Precision agriculture — higher yield, lower input, sustainable practice through ML.

Course overview

Precision agriculture: applying machine learning to smart farming for higher yield, lower input, and sustainable practices.

Core curriculum

Four themed modules. Each module is a working block of lessons and labs.

1Module 1

Precision Ag

Foundations of precision agriculture and farm sensing.

2Module 2

Crop Monitoring

Crop monitoring with ML on satellite and on-farm sensors.

3Module 3

Resource Use

Irrigation and resource optimization with predictive models.

4Module 4

Farm AI Cloud

Farm-scale AI cloud platforms that tie sensors, models, and operations together.

What you'll gain

  • A clear precision-agriculture mental model
  • Hands-on ML on real crop and sensor data
  • Optimization patterns for water, fertilizer, and energy
  • Familiarity with farm AI cloud stacks

Available classes

Open classes you can enroll in directly. Each class shows its instructor and weekly schedule.

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